scorecard model using the CAP, ROC, and Kolmogorov-Smirnov statistic The creditscorecard class supports three validation methods, the Cumulative Accuracy Profile (CAP), the Receiver Operating Characteristic (ROC), and the Kolmogorov-Smirnov (K-S) statistic. For more information on CAP, ROC, and KS, see